Dataset statistics
| Number of variables | 29 |
|---|---|
| Number of observations | 2557656 |
| Missing cells | 38450611 |
| Missing cells (%) | 51.8% |
| Duplicate rows | 253 |
| Duplicate rows (%) | < 0.1% |
| Total size in memory | 565.9 MiB |
| Average record size in memory | 232.0 B |
Variable types
| Text | 2 |
|---|---|
| DateTime | 1 |
| Numeric | 22 |
| Categorical | 4 |
| Dataset has 253 (< 0.1%) duplicate rows | Duplicates |
estado is highly overall correlated with resultado_del_ensayo and 9 other fields | High correlation |
estimulacion is highly overall correlated with memory_[%] and 1 other fields | High correlation |
gp_[mmm3] is highly overall correlated with resultado_del_ensayo and 2 other fields | High correlation |
h_punzado is highly overall correlated with test_ptub_[kg/cm2] | High correlation |
lp_[mm3] is highly overall correlated with np_[mm3] and 2 other fields | High correlation |
memory_[%] is highly overall correlated with estimulacion and 1 other fields | High correlation |
np_[mm3] is highly overall correlated with lp_[mm3] and 1 other fields | High correlation |
qg_[m3/dc] is highly overall correlated with ql_[m3/dc] and 1 other fields | High correlation |
ql_[m3/dc] is highly overall correlated with qg_[m3/dc] and 2 other fields | High correlation |
qo_[m3/dc] is highly overall correlated with ql_[m3/dc] and 1 other fields | High correlation |
qw_[m3/dc] is highly overall correlated with resultado_del_ensayo | High correlation |
qwi_[m3/dc] is highly overall correlated with resultado_del_ensayo | High correlation |
resultado_del_ensayo is highly overall correlated with estado and 10 other fields | High correlation |
sft_[kg/cm2] is highly overall correlated with estado and 1 other fields | High correlation |
test_caudal_de_agua_[l/h] is highly overall correlated with estado and 4 other fields | High correlation |
test_caudal_de_liquido_[l/h] is highly overall correlated with estado and 5 other fields | High correlation |
test_caudal_de_petroleo_[l/h] is highly overall correlated with estado and 2 other fields | High correlation |
test_nivel_[m tvd] is highly overall correlated with estado and 4 other fields | High correlation |
test_porcentaje_de_agua_[%] is highly overall correlated with estado and 2 other fields | High correlation |
test_presion_de_inyeccion_[kg/cm2] is highly overall correlated with estado | High correlation |
test_ptub_[kg/cm2] is highly overall correlated with h_punzado and 7 other fields | High correlation |
test_pws_[kg/cm2] is highly overall correlated with memory_[%] and 4 other fields | High correlation |
test_qwi_[l/h] is highly overall correlated with estado and 1 other fields | High correlation |
test_salinidad_[g/cm3] is highly overall correlated with estado and 2 other fields | High correlation |
wi_[mm3] is highly overall correlated with gp_[mmm3] and 1 other fields | High correlation |
wp_[mm3] is highly overall correlated with lp_[mm3] and 1 other fields | High correlation |
estado is highly imbalanced (56.9%) | Imbalance |
estimulacion is highly imbalanced (99.0%) | Imbalance |
estado has 2553249 (99.8%) missing values | Missing |
resultado_del_ensayo has 2551416 (99.8%) missing values | Missing |
test_caudal_de_petroleo_[l/h] has 2555186 (99.9%) missing values | Missing |
test_caudal_de_agua_[l/h] has 2555186 (99.9%) missing values | Missing |
test_caudal_de_liquido_[l/h] has 2554075 (99.9%) missing values | Missing |
test_qwi_[l/h] has 2556686 (> 99.9%) missing values | Missing |
test_porcentaje_de_agua_[%] has 2555186 (99.9%) missing values | Missing |
test_nivel_[m tvd] has 2554153 (99.9%) missing values | Missing |
test_salinidad_[g/cm3] has 2555749 (99.9%) missing values | Missing |
test_pws_[kg/cm2] has 2557003 (> 99.9%) missing values | Missing |
test_ptub_[kg/cm2] has 2557647 (> 99.9%) missing values | Missing |
test_presion_de_inyeccion_[kg/cm2] has 2556682 (> 99.9%) missing values | Missing |
memory_[%] has 2557391 (> 99.9%) missing values | Missing |
h_punzado has 2552348 (99.8%) missing values | Missing |
sft_[kg/cm2] has 2556680 (> 99.9%) missing values | Missing |
qg_[m3/dc] is highly skewed (γ1 = 54.44908403) | Skewed |
qo_[m3/dc] has 2232608 (87.3%) zeros | Zeros |
np_[mm3] has 1449652 (56.7%) zeros | Zeros |
qg_[m3/dc] has 2136195 (83.5%) zeros | Zeros |
gp_[mmm3] has 519391 (20.3%) zeros | Zeros |
qw_[m3/dc] has 2469939 (96.6%) zeros | Zeros |
wp_[mm3] has 2238328 (87.5%) zeros | Zeros |
ql_[m3/dc] has 2212498 (86.5%) zeros | Zeros |
lp_[mm3] has 1355481 (53.0%) zeros | Zeros |
qwi_[m3/dc] has 2457763 (96.1%) zeros | Zeros |
wi_[mm3] has 2036417 (79.6%) zeros | Zeros |
Reproduction
| Analysis started | 2024-08-26 16:17:30.650095 |
|---|---|
| Analysis finished | 2024-08-26 16:19:08.352305 |
| Duration | 1 minute and 37.7 seconds |
| Software version | ydata-profiling vv4.9.0 |
| Download configuration | config.json |
identificador
Text
| Distinct | 189 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.5 MiB |
Length
| Max length | 11 |
|---|---|
| Median length | 8 |
| Mean length | 7.7324382 |
| Min length | 5 |
Characters and Unicode
| Total characters | 19776917 |
|---|---|
| Distinct characters | 24 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | PLM-33 |
|---|---|
| 2nd row | PLM-33 |
| 3rd row | PLM-33 |
| 4th row | PLM-33 |
| 5th row | PLM-33 |
| Value | Count | Frequency (%) |
| plms-703 | 34872 | 1.4% |
| plms-886 | 29753 | 1.2% |
| plms-809 | 29038 | 1.1% |
| plms-9 | 28438 | 1.1% |
| plms-808 | 28345 | 1.1% |
| plms-801 | 28185 | 1.1% |
| plms-806 | 28171 | 1.1% |
| plms-816 | 28133 | 1.1% |
| plms-30 | 28075 | 1.1% |
| plms-810 | 27375 | 1.1% |
| Other values (172) | 2267271 |
Most occurring characters
| Value | Count | Frequency (%) |
| P | 2557656 | |
| M | 2557656 | |
| - | 2557656 | |
| L | 2557656 | |
| S | 2291532 | |
| 8 | 2001083 | |
| 9 | 980241 | 5.0% |
| 0 | 690464 | 3.5% |
| 2 | 654056 | 3.3% |
| 1 | 631869 | 3.2% |
| Other values (14) | 2297048 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 19776917 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| P | 2557656 | |
| M | 2557656 | |
| - | 2557656 | |
| L | 2557656 | |
| S | 2291532 | |
| 8 | 2001083 | |
| 9 | 980241 | 5.0% |
| 0 | 690464 | 3.5% |
| 2 | 654056 | 3.3% |
| 1 | 631869 | 3.2% |
| Other values (14) | 2297048 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 19776917 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| P | 2557656 | |
| M | 2557656 | |
| - | 2557656 | |
| L | 2557656 | |
| S | 2291532 | |
| 8 | 2001083 | |
| 9 | 980241 | 5.0% |
| 0 | 690464 | 3.5% |
| 2 | 654056 | 3.3% |
| 1 | 631869 | 3.2% |
| Other values (14) | 2297048 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 19776917 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| P | 2557656 | |
| M | 2557656 | |
| - | 2557656 | |
| L | 2557656 | |
| S | 2291532 | |
| 8 | 2001083 | |
| 9 | 980241 | 5.0% |
| 0 | 690464 | 3.5% |
| 2 | 654056 | 3.3% |
| 1 | 631869 | 3.2% |
| Other values (14) | 2297048 |
capa
Text
| Distinct | 206 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 618 |
| Missing (%) | < 0.1% |
| Memory size | 19.5 MiB |
Length
| Max length | 18 |
|---|---|
| Median length | 17 |
| Mean length | 3.9035005 |
| Min length | 2 |
Characters and Unicode
| Total characters | 9981399 |
|---|---|
| Distinct characters | 37 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 15 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | F-9 |
|---|---|
| 2nd row | F-9 |
| 3rd row | F-9 |
| 4th row | F-9 |
| 5th row | F-9 |
| Value | Count | Frequency (%) |
| yacimiento | 124671 | 4.9% |
| j-1bc | 89623 | 3.5% |
| j-1bb | 80189 | 3.1% |
| f-7a | 79643 | 3.1% |
| g-6ab | 76533 | 3.0% |
| l-2 | 69861 | 2.7% |
| i-1b | 69431 | 2.7% |
| c-8b | 65390 | 2.6% |
| h-7 | 59522 | 2.3% |
| h-4 | 49234 | 1.9% |
| Other values (128) | 1793556 |
Most occurring characters
| Value | Count | Frequency (%) |
| - | 2394711 | |
| B | 704536 | 7.1% |
| A | 614334 | 6.2% |
| 1 | 451246 | 4.5% |
| J | 391366 | 3.9% |
| 6 | 367288 | 3.7% |
| 2 | 355405 | 3.6% |
| I | 332962 | 3.3% |
| H | 299510 | 3.0% |
| 4 | 298037 | 3.0% |
| Other values (27) | 3772004 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 9981399 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| - | 2394711 | |
| B | 704536 | 7.1% |
| A | 614334 | 6.2% |
| 1 | 451246 | 4.5% |
| J | 391366 | 3.9% |
| 6 | 367288 | 3.7% |
| 2 | 355405 | 3.6% |
| I | 332962 | 3.3% |
| H | 299510 | 3.0% |
| 4 | 298037 | 3.0% |
| Other values (27) | 3772004 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 9981399 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| - | 2394711 | |
| B | 704536 | 7.1% |
| A | 614334 | 6.2% |
| 1 | 451246 | 4.5% |
| J | 391366 | 3.9% |
| 6 | 367288 | 3.7% |
| 2 | 355405 | 3.6% |
| I | 332962 | 3.3% |
| H | 299510 | 3.0% |
| 4 | 298037 | 3.0% |
| Other values (27) | 3772004 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 9981399 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| - | 2394711 | |
| B | 704536 | 7.1% |
| A | 614334 | 6.2% |
| 1 | 451246 | 4.5% |
| J | 391366 | 3.9% |
| 6 | 367288 | 3.7% |
| 2 | 355405 | 3.6% |
| I | 332962 | 3.3% |
| H | 299510 | 3.0% |
| 4 | 298037 | 3.0% |
| Other values (27) | 3772004 |
fecha
Date
| Distinct | 1688 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.5 MiB |
| Minimum | 1960-12-01 00:00:00 |
|---|---|
| Maximum | 2060-12-01 00:00:00 |
Histogram with fixed size bins (bins=50)
qo_[m3/dc]
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 49357 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 11857 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.15518231 |
| Minimum | -7.3069 |
|---|---|
| Maximum | 100.8064 |
| Zeros | 2232608 |
| Zeros (%) | 87.3% |
| Negative | 197 |
| Negative (%) | < 0.1% |
| Memory size | 19.5 MiB |
Quantile statistics
| Minimum | -7.3069 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.5695 |
| Maximum | 100.8064 |
| Range | 108.1133 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.0979002 |
|---|---|
| Coefficient of variation (CV) | 7.0749056 |
| Kurtosis | 639.73302 |
| Mean | 0.15518231 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 18.975893 |
| Sum | 395062.98 |
| Variance | 1.2053849 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 2232608 | |
| 0.0384 | 79 | < 0.1% |
| 0.0287 | 79 | < 0.1% |
| 0.0078 | 76 | < 0.1% |
| 0.0363 | 75 | < 0.1% |
| 0.0216 | 75 | < 0.1% |
| 0.0425 | 74 | < 0.1% |
| 0.046 | 73 | < 0.1% |
| 0.054 | 72 | < 0.1% |
| 0.0146 | 72 | < 0.1% |
| Other values (49347) | 312516 | 12.2% |
| (Missing) | 11857 | 0.5% |
| Value | Count | Frequency (%) |
| -7.3069 | 1 | |
| -7.2078 | 1 | |
| -6.3415 | 1 | |
| -6.259 | 1 | |
| -5.2595 | 1 | |
| -5.0906 | 1 | |
| -5.0584 | 1 | |
| -4.922 | 1 | |
| -4.5032 | 1 | |
| -4.4992 | 1 |
| Value | Count | Frequency (%) |
| 100.8064 | 1 | |
| 94.1613 | 1 | |
| 86.9355 | 1 | |
| 84.8214 | 1 | |
| 82.3 | 1 | |
| 82.0645 | 1 | |
| 78.3333 | 1 | |
| 76.7 | 1 | |
| 74.4839 | 1 | |
| 73.6774 | 1 |
np_[mm3]
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 41193 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 11857 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.3199125 |
| Minimum | -8.389 |
|---|---|
| Maximum | 304.637 |
| Zeros | 1449652 |
| Zeros (%) | 56.7% |
| Negative | 647 |
| Negative (%) | < 0.1% |
| Memory size | 19.5 MiB |
Quantile statistics
| Minimum | -8.389 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1.502 |
| 95-th percentile | 15.745 |
| Maximum | 304.637 |
| Range | 313.026 |
| Interquartile range (IQR) | 1.502 |
Descriptive statistics
| Standard deviation | 13.255998 |
|---|---|
| Coefficient of variation (CV) | 3.9928756 |
| Kurtosis | 166.1521 |
| Mean | 3.3199125 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 10.625344 |
| Sum | 8451830 |
| Variance | 175.72147 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1449652 | |
| 0.524 | 2897 | 0.1% |
| 2.815 | 2173 | 0.1% |
| 0.962 | 2108 | 0.1% |
| 0.101 | 1955 | 0.1% |
| 1.363 | 1948 | 0.1% |
| 0.478 | 1944 | 0.1% |
| 0.862 | 1902 | 0.1% |
| 1.503 | 1891 | 0.1% |
| 1.241 | 1885 | 0.1% |
| Other values (41183) | 1077444 | |
| (Missing) | 11857 | 0.5% |
| Value | Count | Frequency (%) |
| -8.389 | 451 | |
| -8.374 | 1 | < 0.1% |
| -8.361 | 1 | < 0.1% |
| -8.349 | 1 | < 0.1% |
| -8.337 | 1 | < 0.1% |
| -8.326 | 1 | < 0.1% |
| -8.311 | 1 | < 0.1% |
| -8.296 | 1 | < 0.1% |
| -8.282 | 1 | < 0.1% |
| -8.266 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 304.637 | 451 | |
| 304.486 | 1 | < 0.1% |
| 304.339 | 1 | < 0.1% |
| 304.204 | 1 | < 0.1% |
| 304.03 | 1 | < 0.1% |
| 303.872 | 1 | < 0.1% |
| 303.7 | 1 | < 0.1% |
| 303.537 | 1 | < 0.1% |
| 303.378 | 1 | < 0.1% |
| 303.239 | 1 | < 0.1% |
qg_[m3/dc]
Real number (ℝ)
HIGH CORRELATION SKEWED ZEROS
| Distinct | 147942 |
|---|---|
| Distinct (%) | 5.8% |
| Missing | 11857 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.7934464 |
| Minimum | 0 |
|---|---|
| Maximum | 5958.962 |
| Zeros | 2136195 |
| Zeros (%) | 83.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 19.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 6.1789 |
| Maximum | 5958.962 |
| Range | 5958.962 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 18.296846 |
|---|---|
| Coefficient of variation (CV) | 10.202059 |
| Kurtosis | 9564.79 |
| Mean | 1.7934464 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 54.449084 |
| Sum | 4565754.2 |
| Variance | 334.77456 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 2136195 | |
| 0.0001 | 166 | < 0.1% |
| 64.5161 | 154 | < 0.1% |
| 0.0003 | 130 | < 0.1% |
| 129.0323 | 120 | < 0.1% |
| 0.0002 | 116 | < 0.1% |
| 96.7742 | 98 | < 0.1% |
| 193.5484 | 93 | < 0.1% |
| 0.0005 | 85 | < 0.1% |
| 0.0004 | 84 | < 0.1% |
| Other values (147932) | 408558 | 16.0% |
| (Missing) | 11857 | 0.5% |
| Value | Count | Frequency (%) |
| 0 | 2136195 | |
| 0.0001 | 166 | < 0.1% |
| 0.0002 | 116 | < 0.1% |
| 0.0003 | 130 | < 0.1% |
| 0.0004 | 84 | < 0.1% |
| 0.0005 | 85 | < 0.1% |
| 0.0006 | 74 | < 0.1% |
| 0.0007 | 65 | < 0.1% |
| 0.0008 | 65 | < 0.1% |
| 0.0009 | 71 | < 0.1% |
| Value | Count | Frequency (%) |
| 5958.962 | 1 | |
| 5641.876 | 1 | |
| 3024.324 | 1 | |
| 1932.364 | 1 | |
| 1757.605 | 1 | |
| 1719.991 | 1 | |
| 1707.607 | 1 | |
| 1691.296 | 1 | |
| 1640 | 1 | |
| 1631.834 | 1 |
gp_[mmm3]
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 2134 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 11857 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.032273765 |
| Minimum | -0.476 |
|---|---|
| Maximum | 2.743 |
| Zeros | 519391 |
| Zeros (%) | 20.3% |
| Negative | 826 |
| Negative (%) | < 0.1% |
| Memory size | 19.5 MiB |
Quantile statistics
| Minimum | -0.476 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.002 |
| median | 0.01 |
| Q3 | 0.024 |
| 95-th percentile | 0.085 |
| Maximum | 2.743 |
| Range | 3.219 |
| Interquartile range (IQR) | 0.022 |
Descriptive statistics
| Standard deviation | 0.12429865 |
|---|---|
| Coefficient of variation (CV) | 3.8513836 |
| Kurtosis | 168.4747 |
| Mean | 0.032273765 |
| Median Absolute Deviation (MAD) | 0.01 |
| Skewness | 11.296346 |
| Sum | 82162.519 |
| Variance | 0.015450155 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 519391 | 20.3% |
| 0.001 | 90044 | 3.5% |
| 0.002 | 88717 | 3.5% |
| 0.003 | 85791 | 3.4% |
| 0.004 | 85289 | 3.3% |
| 0.005 | 82839 | 3.2% |
| 0.006 | 78675 | 3.1% |
| 0.009 | 70349 | 2.8% |
| 0.007 | 69761 | 2.7% |
| 0.008 | 69487 | 2.7% |
| Other values (2124) | 1305456 |
| Value | Count | Frequency (%) |
| -0.476 | 1 | |
| -0.474 | 1 | |
| -0.471 | 1 | |
| -0.469 | 1 | |
| -0.467 | 1 | |
| -0.465 | 1 | |
| -0.462 | 1 | |
| -0.46 | 1 | |
| -0.459 | 1 | |
| -0.453 | 1 |
| Value | Count | Frequency (%) |
| 2.743 | 451 | |
| 2.738 | 1 | < 0.1% |
| 2.735 | 1 | < 0.1% |
| 2.734 | 1 | < 0.1% |
| 2.732 | 2 | < 0.1% |
| 2.731 | 1 | < 0.1% |
| 2.729 | 1 | < 0.1% |
| 2.727 | 1 | < 0.1% |
| 2.725 | 1 | < 0.1% |
| 2.722 | 1 | < 0.1% |
qw_[m3/dc]
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 57942 |
|---|---|
| Distinct (%) | 2.3% |
| Missing | 11857 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.85968647 |
| Minimum | 0 |
|---|---|
| Maximum | 453.1391 |
| Zeros | 2469939 |
| Zeros (%) | 96.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 19.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 453.1391 |
| Range | 453.1391 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 10.140068 |
|---|---|
| Coefficient of variation (CV) | 11.795077 |
| Kurtosis | 353.87585 |
| Mean | 0.85968647 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 16.913352 |
| Sum | 2188589 |
| Variance | 102.82099 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 2469939 | |
| 3 | 50 | < 0.1% |
| 1.4194 | 48 | < 0.1% |
| 1.5806 | 45 | < 0.1% |
| 1.7419 | 45 | < 0.1% |
| 1.2581 | 44 | < 0.1% |
| 1.9032 | 43 | < 0.1% |
| 0.7742 | 38 | < 0.1% |
| 2.2258 | 37 | < 0.1% |
| 2.0323 | 36 | < 0.1% |
| Other values (57932) | 75474 | 3.0% |
| (Missing) | 11857 | 0.5% |
| Value | Count | Frequency (%) |
| 0 | 2469939 | |
| 0.0001 | 1 | < 0.1% |
| 0.0021 | 1 | < 0.1% |
| 0.0035 | 1 | < 0.1% |
| 0.0046 | 1 | < 0.1% |
| 0.0067 | 1 | < 0.1% |
| 0.0099 | 1 | < 0.1% |
| 0.0137 | 1 | < 0.1% |
| 0.0143 | 1 | < 0.1% |
| 0.0144 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 453.1391 | 1 | |
| 450.9763 | 1 | |
| 449.6364 | 1 | |
| 449.0609 | 1 | |
| 448.12 | 1 | |
| 444.8892 | 1 | |
| 442.8363 | 1 | |
| 439.0512 | 1 | |
| 435.4138 | 1 | |
| 435.3819 | 1 |
wp_[mm3]
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 42581 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 11857 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.21869 |
| Minimum | -118.262 |
|---|---|
| Maximum | 2127.764 |
| Zeros | 2238328 |
| Zeros (%) | 87.5% |
| Negative | 3570 |
| Negative (%) | 0.1% |
| Memory size | 19.5 MiB |
Quantile statistics
| Minimum | -118.262 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 19.816 |
| Maximum | 2127.764 |
| Range | 2246.026 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 97.928804 |
|---|---|
| Coefficient of variation (CV) | 6.8873294 |
| Kurtosis | 148.25025 |
| Mean | 14.21869 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 10.888675 |
| Sum | 36197927 |
| Variance | 9590.0506 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 2238328 | |
| 7.144 | 1839 | 0.1% |
| 8.113 | 980 | < 0.1% |
| 1.365 | 925 | < 0.1% |
| 1.786 | 925 | < 0.1% |
| 4.217 | 923 | < 0.1% |
| 2.163 | 922 | < 0.1% |
| 6.072 | 921 | < 0.1% |
| 3.786 | 920 | < 0.1% |
| 21.431 | 918 | < 0.1% |
| Other values (42571) | 298198 | 11.7% |
| (Missing) | 11857 | 0.5% |
| Value | Count | Frequency (%) |
| -118.262 | 1 | |
| -117.415 | 1 | |
| -115.965 | 1 | |
| -114.761 | 1 | |
| -113.991 | 1 | |
| -112.083 | 1 | |
| -110.427 | 1 | |
| -109.293 | 1 | |
| -108.415 | 1 | |
| -106.873 | 1 |
| Value | Count | Frequency (%) |
| 2127.764 | 451 | |
| 2120.077 | 1 | < 0.1% |
| 2112.088 | 1 | < 0.1% |
| 2104.37 | 1 | < 0.1% |
| 2096.086 | 1 | < 0.1% |
| 2089.447 | 1 | < 0.1% |
| 2081.737 | 1 | < 0.1% |
| 2073.249 | 1 | < 0.1% |
| 2064.867 | 1 | < 0.1% |
| 2057.123 | 1 | < 0.1% |
ql_[m3/dc]
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 74851 |
|---|---|
| Distinct (%) | 2.9% |
| Missing | 11857 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.0148688 |
| Minimum | -7.3069 |
|---|---|
| Maximum | 462.1085 |
| Zeros | 2212498 |
| Zeros (%) | 86.5% |
| Negative | 197 |
| Negative (%) | < 0.1% |
| Memory size | 19.5 MiB |
Quantile statistics
| Minimum | -7.3069 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.8239 |
| Maximum | 462.1085 |
| Range | 469.4154 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 10.693809 |
|---|---|
| Coefficient of variation (CV) | 10.537135 |
| Kurtosis | 326.99598 |
| Mean | 1.0148688 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 16.237507 |
| Sum | 2583651.9 |
| Variance | 114.35756 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 2212498 | |
| 0.0078 | 75 | < 0.1% |
| 0.0363 | 74 | < 0.1% |
| 0.0384 | 74 | < 0.1% |
| 0.0287 | 72 | < 0.1% |
| 0.0216 | 72 | < 0.1% |
| 0.0053 | 70 | < 0.1% |
| 0.054 | 70 | < 0.1% |
| 0.0055 | 69 | < 0.1% |
| 0.1063 | 69 | < 0.1% |
| Other values (74841) | 332656 | 13.0% |
| (Missing) | 11857 | 0.5% |
| Value | Count | Frequency (%) |
| -7.3069 | 1 | |
| -7.2078 | 1 | |
| -6.3415 | 1 | |
| -6.259 | 1 | |
| -5.2595 | 1 | |
| -5.0906 | 1 | |
| -5.0584 | 1 | |
| -4.922 | 1 | |
| -4.5032 | 1 | |
| -4.4992 | 1 |
| Value | Count | Frequency (%) |
| 462.1085 | 1 | |
| 458.6851 | 1 | |
| 458.3124 | 1 | |
| 458.2317 | 1 | |
| 456.7583 | 1 | |
| 454.3044 | 1 | |
| 451.625 | 1 | |
| 448.1599 | 1 | |
| 444.1711 | 1 | |
| 443.6735 | 1 |
lp_[mm3]
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 55687 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 11857 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.5386 |
| Minimum | -117.573 |
|---|---|
| Maximum | 2303.667 |
| Zeros | 1355481 |
| Zeros (%) | 53.0% |
| Negative | 1384 |
| Negative (%) | 0.1% |
| Memory size | 19.5 MiB |
Quantile statistics
| Minimum | -117.573 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2.246 |
| 95-th percentile | 33.104 |
| Maximum | 2303.667 |
| Range | 2421.24 |
| Interquartile range (IQR) | 2.246 |
Descriptive statistics
| Standard deviation | 107.48191 |
|---|---|
| Coefficient of variation (CV) | 6.1283061 |
| Kurtosis | 144.97504 |
| Mean | 17.5386 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 10.766385 |
| Sum | 44649750 |
| Variance | 11552.36 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1355481 | |
| 0.524 | 2898 | 0.1% |
| 2.815 | 2175 | 0.1% |
| 0.962 | 2101 | 0.1% |
| 1.363 | 1946 | 0.1% |
| 0.478 | 1943 | 0.1% |
| 0.862 | 1903 | 0.1% |
| 1.503 | 1888 | 0.1% |
| 0.393 | 1816 | 0.1% |
| 0.056 | 1677 | 0.1% |
| Other values (55677) | 1171971 | |
| (Missing) | 11857 | 0.5% |
| Value | Count | Frequency (%) |
| -117.573 | 1 | |
| -115.068 | 1 | |
| -112.031 | 1 | |
| -109.737 | 1 | |
| -108.125 | 1 | |
| -104.98 | 1 | |
| -102.512 | 1 | |
| -99.809 | 1 | |
| -98.109 | 1 | |
| -95.059 | 1 |
| Value | Count | Frequency (%) |
| 2303.667 | 451 | |
| 2295.858 | 1 | < 0.1% |
| 2287.731 | 1 | < 0.1% |
| 2279.89 | 1 | < 0.1% |
| 2271.49 | 1 | < 0.1% |
| 2264.727 | 1 | < 0.1% |
| 2256.872 | 1 | < 0.1% |
| 2248.234 | 1 | < 0.1% |
| 2239.72 | 1 | < 0.1% |
| 2231.831 | 1 | < 0.1% |
qwi_[m3/dc]
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 77226 |
|---|---|
| Distinct (%) | 3.0% |
| Missing | 11857 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.8047034 |
| Minimum | 0 |
|---|---|
| Maximum | 975.6774 |
| Zeros | 2457763 |
| Zeros (%) | 96.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 19.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 975.6774 |
| Range | 975.6774 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 19.953121 |
|---|---|
| Coefficient of variation (CV) | 11.056177 |
| Kurtosis | 461.62895 |
| Mean | 1.8047034 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 19.896373 |
| Sum | 4594412 |
| Variance | 398.12702 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 2457763 | |
| 32.091 | 12 | < 0.1% |
| 9.975 | 12 | < 0.1% |
| 5.985 | 9 | < 0.1% |
| 32.832 | 7 | < 0.1% |
| 28.842 | 7 | < 0.1% |
| 1.767 | 7 | < 0.1% |
| 26.484 | 7 | < 0.1% |
| 38.19 | 7 | < 0.1% |
| 72.618 | 6 | < 0.1% |
| Other values (77216) | 87962 | 3.4% |
| (Missing) | 11857 | 0.5% |
| Value | Count | Frequency (%) |
| 0 | 2457763 | |
| 0.0009 | 1 | < 0.1% |
| 0.0013 | 1 | < 0.1% |
| 0.0014 | 1 | < 0.1% |
| 0.0019 | 1 | < 0.1% |
| 0.002 | 1 | < 0.1% |
| 0.0021 | 1 | < 0.1% |
| 0.0025 | 1 | < 0.1% |
| 0.0026 | 1 | < 0.1% |
| 0.0027 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 975.6774 | 1 | |
| 836.2581 | 1 | |
| 813 | 1 | |
| 804.5484 | 1 | |
| 790.5806 | 1 | |
| 788 | 1 | |
| 780.7097 | 1 | |
| 772.5 | 1 | |
| 761.3226 | 1 | |
| 760.931 | 1 |
wi_[mm3]
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 66366 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 11857 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 30.363723 |
| Minimum | 0 |
|---|---|
| Maximum | 4538.833 |
| Zeros | 2036417 |
| Zeros (%) | 79.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 19.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 126.414 |
| Maximum | 4538.833 |
| Range | 4538.833 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 180.14926 |
|---|---|
| Coefficient of variation (CV) | 5.9330423 |
| Kurtosis | 224.35443 |
| Mean | 30.363723 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 13.317114 |
| Sum | 77299937 |
| Variance | 32453.754 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 2036417 | |
| 0.132 | 1031 | < 0.1% |
| 20.461 | 983 | < 0.1% |
| 9.178 | 902 | < 0.1% |
| 12.556 | 902 | < 0.1% |
| 1.442 | 805 | < 0.1% |
| 0.344 | 712 | < 0.1% |
| 166.65 | 691 | < 0.1% |
| 103.503 | 676 | < 0.1% |
| 14.308 | 673 | < 0.1% |
| Other values (66356) | 502007 | 19.6% |
| (Missing) | 11857 | 0.5% |
| Value | Count | Frequency (%) |
| 0 | 2036417 | |
| 0.001 | 526 | < 0.1% |
| 0.002 | 2 | < 0.1% |
| 0.003 | 2 | < 0.1% |
| 0.004 | 12 | < 0.1% |
| 0.005 | 3 | < 0.1% |
| 0.006 | 6 | < 0.1% |
| 0.007 | 3 | < 0.1% |
| 0.008 | 2 | < 0.1% |
| 0.009 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 4538.833 | 451 | |
| 4522.271 | 1 | < 0.1% |
| 4505.936 | 1 | < 0.1% |
| 4490.665 | 1 | < 0.1% |
| 4471.793 | 1 | < 0.1% |
| 4454.803 | 1 | < 0.1% |
| 4436.3 | 1 | < 0.1% |
| 4418.447 | 1 | < 0.1% |
| 4402.213 | 1 | < 0.1% |
| 4385.098 | 1 | < 0.1% |
estado
Categorical
HIGH CORRELATION IMBALANCE MISSING
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 2553249 |
| Missing (%) | 99.8% |
| Memory size | 19.5 MiB |
| 1.0 | |
|---|---|
| 0.0 | 389 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 13221 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 4018 | 0.2% |
| 0.0 | 389 | < 0.1% |
| (Missing) | 2553249 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 4018 | |
| 0.0 | 389 | 8.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 4796 | |
| . | 4407 | |
| 1 | 4018 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 13221 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 4796 | |
| . | 4407 | |
| 1 | 4018 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 13221 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 4796 | |
| . | 4407 | |
| 1 | 4018 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 13221 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 4796 | |
| . | 4407 | |
| 1 | 4018 |
resultado_del_ensayo
Categorical
HIGH CORRELATION MISSING
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 2551416 |
| Missing (%) | 99.8% |
| Memory size | 19.5 MiB |
| No Aplicable | |
|---|---|
| Acuifera | |
| Petróleo | |
| Capa Seca | |
| MEMORY | |
| Other values (5) | 184 |
Length
| Max length | 20 |
|---|---|
| Median length | 17 |
| Mean length | 9.2269231 |
| Min length | 4 |
Characters and Unicode
| Total characters | 57576 |
|---|---|
| Distinct characters | 33 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Petróleo |
|---|---|
| 2nd row | Petróleo |
| 3rd row | Petróleo |
| 4th row | Capa Seca |
| 5th row | Petróleo |
Common Values
| Value | Count | Frequency (%) |
| No Aplicable | 2219 | 0.1% |
| Acuifera | 1392 | 0.1% |
| Petróleo | 1059 | < 0.1% |
| Capa Seca | 730 | < 0.1% |
| MEMORY | 656 | < 0.1% |
| DFIT | 176 | < 0.1% |
| Surgente Acuifera | 3 | < 0.1% |
| Capa cementada | 3 | < 0.1% |
| Surgente petrolÃfera | 1 | < 0.1% |
| Petroleo con agua | 1 | < 0.1% |
| (Missing) | 2551416 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| no | 2219 | |
| aplicable | 2219 | |
| acuifera | 1395 | |
| petróleo | 1059 | |
| capa | 733 | 8.0% |
| seca | 730 | 7.9% |
| memory | 656 | 7.1% |
| dfit | 176 | 1.9% |
| surgente | 4 | < 0.1% |
| cementada | 3 | < 0.1% |
| Other values (4) | 4 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 6480 | 11.3% |
| a | 5819 | 10.1% |
| l | 5499 | 9.6% |
| c | 4348 | 7.6% |
| i | 3614 | 6.3% |
| A | 3614 | 6.3% |
| o | 3282 | 5.7% |
| 2958 | 5.1% | |
| p | 2953 | 5.1% |
| r | 2461 | 4.3% |
| Other values (23) | 16548 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 57576 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 6480 | 11.3% |
| a | 5819 | 10.1% |
| l | 5499 | 9.6% |
| c | 4348 | 7.6% |
| i | 3614 | 6.3% |
| A | 3614 | 6.3% |
| o | 3282 | 5.7% |
| 2958 | 5.1% | |
| p | 2953 | 5.1% |
| r | 2461 | 4.3% |
| Other values (23) | 16548 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 57576 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 6480 | 11.3% |
| a | 5819 | 10.1% |
| l | 5499 | 9.6% |
| c | 4348 | 7.6% |
| i | 3614 | 6.3% |
| A | 3614 | 6.3% |
| o | 3282 | 5.7% |
| 2958 | 5.1% | |
| p | 2953 | 5.1% |
| r | 2461 | 4.3% |
| Other values (23) | 16548 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 57576 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 6480 | 11.3% |
| a | 5819 | 10.1% |
| l | 5499 | 9.6% |
| c | 4348 | 7.6% |
| i | 3614 | 6.3% |
| A | 3614 | 6.3% |
| o | 3282 | 5.7% |
| 2958 | 5.1% | |
| p | 2953 | 5.1% |
| r | 2461 | 4.3% |
| Other values (23) | 16548 |
test_caudal_de_petroleo_[l/h]
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 456 |
|---|---|
| Distinct (%) | 18.5% |
| Missing | 2555186 |
| Missing (%) | 99.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 234.70912 |
| Minimum | 0 |
|---|---|
| Maximum | 4953.5 |
| Zeros | 1391 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 19.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 240 |
| 95-th percentile | 1224.17 |
| Maximum | 4953.5 |
| Range | 4953.5 |
| Interquartile range (IQR) | 240 |
Descriptive statistics
| Standard deviation | 492.73041 |
|---|---|
| Coefficient of variation (CV) | 2.0993236 |
| Kurtosis | 16.543185 |
| Mean | 234.70912 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.460497 |
| Sum | 579731.53 |
| Variance | 242783.25 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1391 | 0.1% |
| 240 | 27 | < 0.1% |
| 120 | 17 | < 0.1% |
| 1293.75 | 17 | < 0.1% |
| 1152.08 | 15 | < 0.1% |
| 810 | 15 | < 0.1% |
| 960 | 14 | < 0.1% |
| 720 | 12 | < 0.1% |
| 19.17 | 11 | < 0.1% |
| 215.83 | 11 | < 0.1% |
| Other values (446) | 940 | < 0.1% |
| (Missing) | 2555186 |
| Value | Count | Frequency (%) |
| 0 | 1391 | |
| 0.42 | 10 | < 0.1% |
| 0.83 | 7 | < 0.1% |
| 1.25 | 1 | < 0.1% |
| 1.67 | 1 | < 0.1% |
| 2.08 | 2 | < 0.1% |
| 2.92 | 1 | < 0.1% |
| 3.33 | 5 | < 0.1% |
| 4.17 | 1 | < 0.1% |
| 4.58 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 4953.5 | 2 | |
| 3871.67 | 2 | |
| 3567.29 | 1 | |
| 3324.06 | 1 | |
| 3315.32 | 2 | |
| 3271.25 | 1 | |
| 2998.18 | 1 | |
| 2832.92 | 1 | |
| 2747 | 1 | |
| 2661.16 | 1 |
test_caudal_de_agua_[l/h]
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 679 |
|---|---|
| Distinct (%) | 27.5% |
| Missing | 2555186 |
| Missing (%) | 99.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 814.04036 |
| Minimum | 0 |
|---|---|
| Maximum | 5928.3 |
| Zeros | 11 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 19.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 55.69 |
| Q1 | 180 |
| median | 414 |
| Q3 | 1220 |
| 95-th percentile | 2400 |
| Maximum | 5928.3 |
| Range | 5928.3 |
| Interquartile range (IQR) | 1040 |
Descriptive statistics
| Standard deviation | 889.15407 |
|---|---|
| Coefficient of variation (CV) | 1.0922727 |
| Kurtosis | 2.9851999 |
| Mean | 814.04036 |
| Median Absolute Deviation (MAD) | 294.4 |
| Skewness | 1.6146739 |
| Sum | 2010679.7 |
| Variance | 790594.96 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2400 | 149 | < 0.1% |
| 1800 | 108 | < 0.1% |
| 300 | 42 | < 0.1% |
| 1200 | 41 | < 0.1% |
| 200 | 38 | < 0.1% |
| 400 | 33 | < 0.1% |
| 100 | 32 | < 0.1% |
| 600 | 28 | < 0.1% |
| 180 | 28 | < 0.1% |
| 150 | 27 | < 0.1% |
| Other values (669) | 1944 | 0.1% |
| (Missing) | 2555186 |
| Value | Count | Frequency (%) |
| 0 | 11 | |
| 0.4 | 2 | < 0.1% |
| 0.5 | 2 | < 0.1% |
| 0.8 | 2 | < 0.1% |
| 2.9 | 1 | < 0.1% |
| 3.3 | 1 | < 0.1% |
| 6.7 | 1 | < 0.1% |
| 7.1 | 1 | < 0.1% |
| 8.8 | 3 | < 0.1% |
| 9.6 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 5928.3 | 2 | |
| 5537.5 | 1 | |
| 5327.9 | 2 | |
| 5317.9 | 1 | |
| 5166.5 | 1 | |
| 4995 | 2 | |
| 4916.7 | 2 | |
| 4853.8 | 1 | |
| 4387.6 | 1 | |
| 4133.3 | 2 |
test_caudal_de_liquido_[l/h]
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 482 |
|---|---|
| Distinct (%) | 13.5% |
| Missing | 2554075 |
| Missing (%) | 99.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1483.1438 |
| Minimum | 0.8 |
|---|---|
| Maximum | 5991.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 19.5 MiB |
Quantile statistics
| Minimum | 0.8 |
|---|---|
| 5-th percentile | 135.8 |
| Q1 | 400 |
| median | 1600 |
| Q3 | 2400 |
| 95-th percentile | 3600 |
| Maximum | 5991.7 |
| Range | 5990.9 |
| Interquartile range (IQR) | 2000 |
Descriptive statistics
| Standard deviation | 1099.7971 |
|---|---|
| Coefficient of variation (CV) | 0.74153098 |
| Kurtosis | -0.58574611 |
| Mean | 1483.1438 |
| Median Absolute Deviation (MAD) | 1000 |
| Skewness | 0.43639428 |
| Sum | 5311138.1 |
| Variance | 1209553.7 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2400 | 657 | < 0.1% |
| 1800 | 472 | < 0.1% |
| 3000 | 218 | < 0.1% |
| 3600 | 146 | < 0.1% |
| 1200 | 95 | < 0.1% |
| 300 | 58 | < 0.1% |
| 200 | 51 | < 0.1% |
| 600 | 48 | < 0.1% |
| 400 | 48 | < 0.1% |
| 2700 | 40 | < 0.1% |
| Other values (472) | 1748 | 0.1% |
| (Missing) | 2554075 |
| Value | Count | Frequency (%) |
| 0.8 | 1 | < 0.1% |
| 2.9 | 2 | < 0.1% |
| 11.3 | 1 | < 0.1% |
| 12.9 | 1 | < 0.1% |
| 14.2 | 1 | < 0.1% |
| 34.2 | 1 | < 0.1% |
| 37.1 | 1 | < 0.1% |
| 40 | 1 | < 0.1% |
| 50 | 1 | < 0.1% |
| 60 | 5 |
| Value | Count | Frequency (%) |
| 5991.7 | 1 | < 0.1% |
| 5928.3 | 2 | < 0.1% |
| 5796.7 | 2 | < 0.1% |
| 5500.4 | 2 | < 0.1% |
| 5318.3 | 1 | < 0.1% |
| 5292.5 | 2 | < 0.1% |
| 5214.2 | 2 | < 0.1% |
| 5166.5 | 1 | < 0.1% |
| 4982.9 | 1 | < 0.1% |
| 4500 | 5 |
test_qwi_[l/h]
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 311 |
|---|---|
| Distinct (%) | 32.1% |
| Missing | 2556686 |
| Missing (%) | > 99.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 478.78993 |
| Minimum | 0 |
|---|---|
| Maximum | 13200 |
| Zeros | 68 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 19.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 228.92 |
| median | 388.8 |
| Q3 | 633.6 |
| 95-th percentile | 923.616 |
| Maximum | 13200 |
| Range | 13200 |
| Interquartile range (IQR) | 404.68 |
Descriptive statistics
| Standard deviation | 781.56967 |
|---|---|
| Coefficient of variation (CV) | 1.6323854 |
| Kurtosis | 216.1853 |
| Mean | 478.78993 |
| Median Absolute Deviation (MAD) | 198.72 |
| Skewness | 13.530562 |
| Sum | 464426.23 |
| Variance | 610851.15 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 68 | < 0.1% |
| 158.4 | 31 | < 0.1% |
| 475.2 | 25 | < 0.1% |
| 316.8 | 19 | < 0.1% |
| 244.8 | 19 | < 0.1% |
| 331.2 | 15 | < 0.1% |
| 328.32 | 12 | < 0.1% |
| 457.83 | 12 | < 0.1% |
| 864 | 11 | < 0.1% |
| 259.2 | 11 | < 0.1% |
| Other values (301) | 747 | < 0.1% |
| (Missing) | 2556686 |
| Value | Count | Frequency (%) |
| 0 | 68 | |
| 1.63 | 1 | < 0.1% |
| 3.37 | 2 | < 0.1% |
| 4.56 | 1 | < 0.1% |
| 4.8 | 1 | < 0.1% |
| 5.28 | 3 | < 0.1% |
| 5.52 | 1 | < 0.1% |
| 5.72 | 2 | < 0.1% |
| 6.87 | 1 | < 0.1% |
| 7.92 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 13200 | 3 | |
| 3412.8 | 2 | |
| 2410.56 | 1 | < 0.1% |
| 2276.64 | 1 | < 0.1% |
| 1872 | 1 | < 0.1% |
| 1820.16 | 1 | < 0.1% |
| 1771.2 | 1 | < 0.1% |
| 1512 | 1 | < 0.1% |
| 1504.8 | 1 | < 0.1% |
| 1360.94 | 4 |
test_porcentaje_de_agua_[%]
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 146 |
|---|---|
| Distinct (%) | 5.9% |
| Missing | 2555186 |
| Missing (%) | 99.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 79.11336 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 11 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 19.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 10.9 |
| Q1 | 64.25 |
| median | 100 |
| Q3 | 100 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 35.75 |
Descriptive statistics
| Standard deviation | 31.637743 |
|---|---|
| Coefficient of variation (CV) | 0.39990393 |
| Kurtosis | -0.058787336 |
| Mean | 79.11336 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.2265905 |
| Sum | 195410 |
| Variance | 1000.9468 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 100 | 1392 | 0.1% |
| 30 | 74 | < 0.1% |
| 20 | 49 | < 0.1% |
| 90 | 44 | < 0.1% |
| 28 | 41 | < 0.1% |
| 70 | 40 | < 0.1% |
| 80 | 26 | < 0.1% |
| 40 | 26 | < 0.1% |
| 85 | 22 | < 0.1% |
| 95 | 20 | < 0.1% |
| Other values (136) | 736 | < 0.1% |
| (Missing) | 2555186 |
| Value | Count | Frequency (%) |
| 0 | 11 | |
| 0.1 | 6 | < 0.1% |
| 0.5 | 1 | < 0.1% |
| 1 | 13 | |
| 1.6 | 1 | < 0.1% |
| 2 | 6 | < 0.1% |
| 3 | 3 | < 0.1% |
| 4 | 20 | |
| 5 | 15 | |
| 6 | 12 |
| Value | Count | Frequency (%) |
| 100 | 1392 | |
| 99.9 | 6 | < 0.1% |
| 99.8 | 6 | < 0.1% |
| 99.7 | 7 | < 0.1% |
| 99.6 | 1 | < 0.1% |
| 99.5 | 5 | < 0.1% |
| 99.3 | 1 | < 0.1% |
| 99 | 2 | < 0.1% |
| 98.9 | 1 | < 0.1% |
| 98.7 | 3 | < 0.1% |
test_nivel_[m tvd]
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 786 |
|---|---|
| Distinct (%) | 22.4% |
| Missing | 2554153 |
| Missing (%) | 99.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1517.7368 |
| Minimum | 0 |
|---|---|
| Maximum | 2583 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 19.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 400 |
| Q1 | 1075 |
| median | 1645 |
| Q3 | 2000 |
| 95-th percentile | 2324 |
| Maximum | 2583 |
| Range | 2583 |
| Interquartile range (IQR) | 925 |
Descriptive statistics
| Standard deviation | 599.48341 |
|---|---|
| Coefficient of variation (CV) | 0.3949851 |
| Kurtosis | -0.79576229 |
| Mean | 1517.7368 |
| Median Absolute Deviation (MAD) | 445 |
| Skewness | -0.4975785 |
| Sum | 5316632 |
| Variance | 359380.36 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1200 | 68 | < 0.1% |
| 900 | 66 | < 0.1% |
| 1100 | 66 | < 0.1% |
| 1400 | 62 | < 0.1% |
| 1000 | 52 | < 0.1% |
| 950 | 50 | < 0.1% |
| 750 | 45 | < 0.1% |
| 400 | 45 | < 0.1% |
| 600 | 43 | < 0.1% |
| 1300 | 40 | < 0.1% |
| Other values (776) | 2966 | 0.1% |
| (Missing) | 2554153 |
| Value | Count | Frequency (%) |
| 0 | 2 | < 0.1% |
| 90 | 2 | < 0.1% |
| 120 | 6 | < 0.1% |
| 170 | 5 | < 0.1% |
| 175 | 2 | < 0.1% |
| 196 | 3 | < 0.1% |
| 200 | 16 | |
| 230 | 2 | < 0.1% |
| 240 | 7 | |
| 250 | 16 |
| Value | Count | Frequency (%) |
| 2583 | 1 | |
| 2578 | 1 | |
| 2569 | 1 | |
| 2526 | 2 | |
| 2511 | 1 | |
| 2500 | 1 | |
| 2498 | 1 | |
| 2490 | 2 | |
| 2486 | 1 | |
| 2480 | 2 |
test_salinidad_[g/cm3]
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 23 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 2555749 |
| Missing (%) | 99.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.006311484 |
| Minimum | 0 |
|---|---|
| Maximum | 0.037 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 19.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.002 |
| Q1 | 0.004 |
| median | 0.006 |
| Q3 | 0.008 |
| 95-th percentile | 0.0117 |
| Maximum | 0.037 |
| Range | 0.037 |
| Interquartile range (IQR) | 0.004 |
Descriptive statistics
| Standard deviation | 0.0030647934 |
|---|---|
| Coefficient of variation (CV) | 0.48558997 |
| Kurtosis | 6.6844362 |
| Mean | 0.006311484 |
| Median Absolute Deviation (MAD) | 0.002 |
| Skewness | 1.4296463 |
| Sum | 12.036 |
| Variance | 9.3929583 × 10-6 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=23)
| Value | Count | Frequency (%) |
| 0.005 | 311 | < 0.1% |
| 0.004 | 309 | < 0.1% |
| 0.006 | 199 | < 0.1% |
| 0.003 | 198 | < 0.1% |
| 0.009 | 196 | < 0.1% |
| 0.008 | 179 | < 0.1% |
| 0.007 | 158 | < 0.1% |
| 0.01 | 122 | < 0.1% |
| 0.002 | 87 | < 0.1% |
| 0.011 | 35 | < 0.1% |
| Other values (13) | 113 | < 0.1% |
| (Missing) | 2555749 |
| Value | Count | Frequency (%) |
| 0 | 2 | < 0.1% |
| 0.001 | 15 | < 0.1% |
| 0.002 | 87 | < 0.1% |
| 0.003 | 198 | |
| 0.004 | 309 | |
| 0.005 | 311 | |
| 0.006 | 199 | |
| 0.007 | 158 | |
| 0.008 | 179 | |
| 0.009 | 196 |
| Value | Count | Frequency (%) |
| 0.037 | 1 | < 0.1% |
| 0.026 | 1 | < 0.1% |
| 0.02 | 2 | < 0.1% |
| 0.019 | 3 | < 0.1% |
| 0.018 | 1 | < 0.1% |
| 0.017 | 5 | < 0.1% |
| 0.016 | 7 | < 0.1% |
| 0.015 | 2 | < 0.1% |
| 0.014 | 18 | |
| 0.013 | 32 |
test_pws_[kg/cm2]
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 406 |
|---|---|
| Distinct (%) | 62.2% |
| Missing | 2557003 |
| Missing (%) | > 99.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 240.14533 |
| Minimum | 5.5 |
|---|---|
| Maximum | 405 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 19.5 MiB |
Quantile statistics
| Minimum | 5.5 |
|---|---|
| 5-th percentile | 116.22 |
| Q1 | 190 |
| median | 239.8 |
| Q3 | 300.6 |
| 95-th percentile | 339.98 |
| Maximum | 405 |
| Range | 399.5 |
| Interquartile range (IQR) | 110.6 |
Descriptive statistics
| Standard deviation | 72.723258 |
|---|---|
| Coefficient of variation (CV) | 0.3028302 |
| Kurtosis | 0.043754776 |
| Mean | 240.14533 |
| Median Absolute Deviation (MAD) | 54.6 |
| Skewness | -0.50679238 |
| Sum | 156814.9 |
| Variance | 5288.6723 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 286.9 | 6 | < 0.1% |
| 329.3 | 5 | < 0.1% |
| 175.8 | 5 | < 0.1% |
| 201.1 | 5 | < 0.1% |
| 183.7 | 5 | < 0.1% |
| 338.9 | 5 | < 0.1% |
| 273.9 | 5 | < 0.1% |
| 246.6 | 5 | < 0.1% |
| 193.3 | 4 | < 0.1% |
| 323.4 | 4 | < 0.1% |
| Other values (396) | 604 | < 0.1% |
| (Missing) | 2557003 |
| Value | Count | Frequency (%) |
| 5.5 | 3 | |
| 10.6 | 1 | < 0.1% |
| 14.1 | 2 | |
| 26.2 | 1 | < 0.1% |
| 31.6 | 1 | < 0.1% |
| 45 | 1 | < 0.1% |
| 51.3 | 1 | < 0.1% |
| 56.7 | 1 | < 0.1% |
| 57.9 | 1 | < 0.1% |
| 70.2 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 405 | 1 | |
| 378.7 | 1 | |
| 374.2 | 1 | |
| 368.6 | 1 | |
| 367.7 | 1 | |
| 365.3 | 2 | |
| 363 | 1 | |
| 362.5 | 1 | |
| 361.7 | 2 | |
| 360.7 | 1 |
test_ptub_[kg/cm2]
Categorical
HIGH CORRELATION MISSING
| Distinct | 3 |
|---|---|
| Distinct (%) | 33.3% |
| Missing | 2557647 |
| Missing (%) | > 99.9% |
| Memory size | 19.5 MiB |
| 0.0 | |
|---|---|
| 21.1 | |
| 105.5 |
Length
| Max length | 5 |
|---|---|
| Median length | 3 |
| Mean length | 3.4444444 |
| Min length | 3 |
Characters and Unicode
| Total characters | 31 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 11.1% |
Sample
| 1st row | 21.1 |
|---|---|
| 2nd row | 21.1 |
| 3rd row | 105.5 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 6 | < 0.1% |
| 21.1 | 2 | < 0.1% |
| 105.5 | 1 | < 0.1% |
| (Missing) | 2557647 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 6 | |
| 21.1 | 2 | 22.2% |
| 105.5 | 1 | 11.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 13 | |
| . | 9 | |
| 1 | 5 | 16.1% |
| 2 | 2 | 6.5% |
| 5 | 2 | 6.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 31 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 13 | |
| . | 9 | |
| 1 | 5 | 16.1% |
| 2 | 2 | 6.5% |
| 5 | 2 | 6.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 31 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 13 | |
| . | 9 | |
| 1 | 5 | 16.1% |
| 2 | 2 | 6.5% |
| 5 | 2 | 6.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 31 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 13 | |
| . | 9 | |
| 1 | 5 | 16.1% |
| 2 | 2 | 6.5% |
| 5 | 2 | 6.5% |
test_presion_de_inyeccion_[kg/cm2]
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 87 |
|---|---|
| Distinct (%) | 8.9% |
| Missing | 2556682 |
| Missing (%) | > 99.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 134.62423 |
| Minimum | 18.3 |
|---|---|
| Maximum | 421.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 19.5 MiB |
Quantile statistics
| Minimum | 18.3 |
|---|---|
| 5-th percentile | 70.3 |
| Q1 | 105.5 |
| median | 126.6 |
| Q3 | 161.7 |
| 95-th percentile | 210.9 |
| Maximum | 421.8 |
| Range | 403.5 |
| Interquartile range (IQR) | 56.2 |
Descriptive statistics
| Standard deviation | 43.673379 |
|---|---|
| Coefficient of variation (CV) | 0.3244095 |
| Kurtosis | 4.5841003 |
| Mean | 134.62423 |
| Median Absolute Deviation (MAD) | 28.1 |
| Skewness | 1.0908808 |
| Sum | 131124 |
| Variance | 1907.364 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 119.5 | 131 | < 0.1% |
| 140.6 | 57 | < 0.1% |
| 105.5 | 53 | < 0.1% |
| 98.4 | 53 | < 0.1% |
| 126.6 | 51 | < 0.1% |
| 84.4 | 39 | < 0.1% |
| 210.9 | 35 | < 0.1% |
| 112.5 | 32 | < 0.1% |
| 91.4 | 31 | < 0.1% |
| 147.6 | 30 | < 0.1% |
| Other values (77) | 462 | < 0.1% |
| (Missing) | 2556682 |
| Value | Count | Frequency (%) |
| 18.3 | 1 | < 0.1% |
| 28.1 | 1 | < 0.1% |
| 45.7 | 2 | < 0.1% |
| 49.2 | 6 | < 0.1% |
| 56.3 | 9 | |
| 59.8 | 2 | < 0.1% |
| 63.3 | 8 | < 0.1% |
| 70.3 | 21 | |
| 73.8 | 2 | < 0.1% |
| 75.2 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 421.8 | 3 | < 0.1% |
| 211 | 24 | |
| 210.9 | 35 | |
| 210 | 1 | < 0.1% |
| 208 | 1 | < 0.1% |
| 207.4 | 6 | < 0.1% |
| 204 | 10 | < 0.1% |
| 203.9 | 4 | < 0.1% |
| 200.4 | 6 | < 0.1% |
| 197 | 11 | < 0.1% |
estimulacion
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 2786 |
| Missing (%) | 0.1% |
| Memory size | 19.5 MiB |
| 0.0 | |
|---|---|
| 1.0 | 2106 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 7664610 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 2552764 | |
| 1.0 | 2106 | 0.1% |
| (Missing) | 2786 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 2552764 | |
| 1.0 | 2106 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 5107634 | |
| . | 2554870 | |
| 1 | 2106 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 7664610 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 5107634 | |
| . | 2554870 | |
| 1 | 2106 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 7664610 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 5107634 | |
| . | 2554870 | |
| 1 | 2106 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 7664610 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 5107634 | |
| . | 2554870 | |
| 1 | 2106 | < 0.1% |
memory_[%]
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 95 |
|---|---|
| Distinct (%) | 35.8% |
| Missing | 2557391 |
| Missing (%) | > 99.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 118.0566 |
| Minimum | 0 |
|---|---|
| Maximum | 168 |
| Zeros | 3 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 19.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 68 |
| Q1 | 100 |
| median | 119 |
| Q3 | 140 |
| 95-th percentile | 160 |
| Maximum | 168 |
| Range | 168 |
| Interquartile range (IQR) | 40 |
Descriptive statistics
| Standard deviation | 30.192071 |
|---|---|
| Coefficient of variation (CV) | 0.25574233 |
| Kurtosis | 1.723671 |
| Mean | 118.0566 |
| Median Absolute Deviation (MAD) | 20 |
| Skewness | -0.89900135 |
| Sum | 31285 |
| Variance | 911.56118 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 124 | 8 | < 0.1% |
| 118 | 8 | < 0.1% |
| 132 | 7 | < 0.1% |
| 102 | 7 | < 0.1% |
| 106 | 6 | < 0.1% |
| 109 | 6 | < 0.1% |
| 154 | 6 | < 0.1% |
| 155 | 6 | < 0.1% |
| 129 | 5 | < 0.1% |
| 110 | 5 | < 0.1% |
| Other values (85) | 201 | < 0.1% |
| (Missing) | 2557391 |
| Value | Count | Frequency (%) |
| 0 | 3 | |
| 26 | 1 | < 0.1% |
| 28 | 1 | < 0.1% |
| 48 | 1 | < 0.1% |
| 50 | 1 | < 0.1% |
| 61 | 2 | |
| 63 | 1 | < 0.1% |
| 64 | 1 | < 0.1% |
| 67 | 2 | |
| 68 | 2 |
| Value | Count | Frequency (%) |
| 168 | 1 | < 0.1% |
| 167 | 1 | < 0.1% |
| 166 | 1 | < 0.1% |
| 165 | 2 | < 0.1% |
| 163 | 3 | |
| 161 | 5 | |
| 160 | 3 | |
| 158 | 5 | |
| 157 | 2 | < 0.1% |
| 156 | 2 | < 0.1% |
h_punzado
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 42 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 2552348 |
| Missing (%) | 99.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.4122645 |
| Minimum | 0.1 |
|---|---|
| Maximum | 16 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 19.5 MiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 3 |
| Q3 | 4.5 |
| 95-th percentile | 7.5 |
| Maximum | 16 |
| Range | 15.9 |
| Interquartile range (IQR) | 2.5 |
Descriptive statistics
| Standard deviation | 2.0115144 |
|---|---|
| Coefficient of variation (CV) | 0.58949545 |
| Kurtosis | 3.3192924 |
| Mean | 3.4122645 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.4992971 |
| Sum | 18112.3 |
| Variance | 4.0461902 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=42)
| Value | Count | Frequency (%) |
| 2 | 805 | < 0.1% |
| 3 | 672 | < 0.1% |
| 1.5 | 640 | < 0.1% |
| 2.5 | 571 | < 0.1% |
| 3.5 | 437 | < 0.1% |
| 4 | 424 | < 0.1% |
| 1 | 314 | < 0.1% |
| 4.5 | 297 | < 0.1% |
| 5 | 296 | < 0.1% |
| 6 | 190 | < 0.1% |
| Other values (32) | 662 | < 0.1% |
| (Missing) | 2552348 |
| Value | Count | Frequency (%) |
| 0.1 | 4 | < 0.1% |
| 0.1 | 1 | < 0.1% |
| 0.3 | 18 | < 0.1% |
| 0.3 | 9 | < 0.1% |
| 0.5 | 5 | < 0.1% |
| 1 | 314 | |
| 1.5 | 640 | |
| 1.5 | 1 | < 0.1% |
| 1.6 | 3 | < 0.1% |
| 1.7 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 16 | 1 | < 0.1% |
| 15.5 | 3 | < 0.1% |
| 14.5 | 1 | < 0.1% |
| 14 | 1 | < 0.1% |
| 13.5 | 2 | < 0.1% |
| 13 | 5 | |
| 12.5 | 2 | < 0.1% |
| 12 | 7 | |
| 11.5 | 10 | |
| 11 | 8 |
sft_[kg/cm2]
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 749 |
|---|---|
| Distinct (%) | 76.7% |
| Missing | 2556680 |
| Missing (%) | > 99.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 138.42111 |
| Minimum | 14.3 |
|---|---|
| Maximum | 293.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 19.5 MiB |
Quantile statistics
| Minimum | 14.3 |
|---|---|
| 5-th percentile | 53.625 |
| Q1 | 102.55 |
| median | 137.75 |
| Q3 | 171.875 |
| 95-th percentile | 217.675 |
| Maximum | 293.4 |
| Range | 279.1 |
| Interquartile range (IQR) | 69.325 |
Descriptive statistics
| Standard deviation | 49.618228 |
|---|---|
| Coefficient of variation (CV) | 0.35845854 |
| Kurtosis | -0.29134808 |
| Mean | 138.42111 |
| Median Absolute Deviation (MAD) | 34.55 |
| Skewness | 0.035491249 |
| Sum | 135099 |
| Variance | 2461.9686 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 147.2 | 5 | < 0.1% |
| 77.1 | 5 | < 0.1% |
| 119 | 4 | < 0.1% |
| 127.7 | 4 | < 0.1% |
| 133.1 | 4 | < 0.1% |
| 142.2 | 4 | < 0.1% |
| 165.7 | 4 | < 0.1% |
| 159.2 | 4 | < 0.1% |
| 138.6 | 3 | < 0.1% |
| 146.3 | 3 | < 0.1% |
| Other values (739) | 936 | < 0.1% |
| (Missing) | 2556680 |
| Value | Count | Frequency (%) |
| 14.3 | 1 | |
| 18.1 | 1 | |
| 20.9 | 1 | |
| 23.8 | 1 | |
| 23.9 | 1 | |
| 24 | 1 | |
| 24.4 | 1 | |
| 25.6 | 1 | |
| 26.8 | 1 | |
| 27.9 | 1 |
| Value | Count | Frequency (%) |
| 293.4 | 1 | |
| 293.3 | 1 | |
| 281.3 | 1 | |
| 270.1 | 1 | |
| 269.7 | 1 | |
| 263.6 | 1 | |
| 257.8 | 1 | |
| 256.7 | 1 | |
| 248 | 1 | |
| 244.1 | 1 |
| estado | estimulacion | gp_[mmm3] | h_punzado | lp_[mm3] | memory_[%] | np_[mm3] | qg_[m3/dc] | ql_[m3/dc] | qo_[m3/dc] | qw_[m3/dc] | qwi_[m3/dc] | resultado_del_ensayo | sft_[kg/cm2] | test_caudal_de_agua_[l/h] | test_caudal_de_liquido_[l/h] | test_caudal_de_petroleo_[l/h] | test_nivel_[m tvd] | test_porcentaje_de_agua_[%] | test_presion_de_inyeccion_[kg/cm2] | test_ptub_[kg/cm2] | test_pws_[kg/cm2] | test_qwi_[l/h] | test_salinidad_[g/cm3] | wi_[mm3] | wp_[mm3] | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| estado | 1.000 | 0.011 | 0.093 | 0.000 | 0.119 | 0.000 | 0.190 | 0.000 | 0.097 | 0.153 | 0.059 | 0.059 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.000 | 0.000 | 1.000 | 1.000 | 0.081 | 0.110 |
| estimulacion | 0.011 | 1.000 | 0.000 | 0.338 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.395 | 1.000 | 0.097 | 0.354 | 0.132 | 0.350 | 0.248 | 0.139 | 0.000 | 0.333 | 0.174 | 0.125 | 0.000 | 0.000 |
| gp_[mmm3] | 0.093 | 0.000 | 1.000 | -0.458 | 0.304 | 0.081 | 0.304 | 0.086 | -0.003 | 0.002 | 0.043 | -0.194 | 1.000 | -0.026 | 0.303 | 0.705 | -0.116 | -0.355 | 0.116 | NaN | 0.000 | -0.431 | NaN | -0.386 | -0.507 | 0.197 |
| h_punzado | 0.000 | 0.338 | -0.458 | 1.000 | 0.301 | NaN | 0.336 | 0.388 | 0.301 | 0.336 | 0.025 | 0.193 | 0.160 | NaN | 0.103 | 0.064 | -0.178 | -0.144 | 0.217 | -0.161 | 0.707 | 0.206 | 0.244 | 0.139 | 0.193 | 0.025 |
| lp_[mm3] | 0.119 | 0.000 | 0.304 | 0.301 | 1.000 | 0.056 | 0.901 | 0.043 | 0.372 | 0.354 | 0.236 | -0.095 | 1.000 | 0.024 | 0.098 | -0.184 | -0.125 | 0.143 | 0.125 | NaN | 0.000 | -0.355 | NaN | -0.242 | -0.261 | 0.541 |
| memory_[%] | 0.000 | 1.000 | 0.081 | NaN | 0.056 | 1.000 | 0.056 | NaN | NaN | NaN | NaN | 0.053 | 0.000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.000 | 0.708 | NaN | NaN | -0.067 | NaN |
| np_[mm3] | 0.190 | 0.000 | 0.304 | 0.336 | 0.901 | 0.056 | 1.000 | 0.045 | 0.373 | 0.406 | 0.141 | -0.082 | 1.000 | 0.019 | -0.107 | -0.372 | 0.007 | 0.052 | -0.007 | NaN | 0.000 | -0.258 | NaN | 0.013 | -0.230 | 0.259 |
| qg_[m3/dc] | 0.000 | 0.000 | 0.086 | 0.388 | 0.043 | NaN | 0.045 | 1.000 | 0.517 | 0.486 | 0.287 | -0.082 | 1.000 | 0.079 | 0.052 | -0.297 | 0.027 | 0.319 | -0.027 | NaN | 0.000 | -0.443 | NaN | -0.428 | -0.213 | 0.028 |
| ql_[m3/dc] | 0.097 | 0.000 | -0.003 | 0.301 | 0.372 | NaN | 0.373 | 0.517 | 1.000 | 0.960 | 0.496 | -0.073 | 1.000 | 0.029 | 0.101 | -0.200 | -0.092 | 0.109 | 0.092 | NaN | 0.000 | -0.362 | NaN | -0.310 | -0.191 | 0.125 |
| qo_[m3/dc] | 0.153 | 0.000 | 0.002 | 0.336 | 0.354 | NaN | 0.406 | 0.486 | 0.960 | 1.000 | 0.350 | -0.070 | 1.000 | 0.019 | -0.129 | -0.398 | 0.047 | 0.018 | -0.047 | NaN | 0.000 | -0.269 | NaN | -0.013 | -0.184 | 0.056 |
| qw_[m3/dc] | 0.059 | 0.000 | 0.043 | 0.025 | 0.236 | NaN | 0.141 | 0.287 | 0.496 | 0.350 | 1.000 | -0.033 | 1.000 | -0.018 | 0.094 | 0.254 | 0.007 | -0.067 | -0.007 | NaN | 0.000 | -0.362 | NaN | -0.423 | -0.086 | 0.418 |
| qwi_[m3/dc] | 0.059 | 0.000 | -0.194 | 0.193 | -0.095 | 0.053 | -0.082 | -0.082 | -0.073 | -0.070 | -0.033 | 1.000 | 1.000 | -0.167 | NaN | NaN | NaN | NaN | NaN | NaN | 0.000 | -0.007 | NaN | NaN | 0.370 | -0.046 |
| resultado_del_ensayo | 1.000 | 0.395 | 1.000 | 0.160 | 1.000 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.000 | 0.184 | 0.346 | 0.301 | 0.402 | 0.406 | 0.224 | 0.000 | 0.492 | 0.050 | 0.061 | 1.000 | 1.000 |
| sft_[kg/cm2] | 1.000 | 1.000 | -0.026 | NaN | 0.024 | NaN | 0.019 | 0.079 | 0.029 | 0.019 | -0.018 | -0.167 | 0.000 | 1.000 | NaN | NaN | NaN | NaN | NaN | NaN | 0.000 | NaN | NaN | NaN | -0.167 | -0.018 |
| test_caudal_de_agua_[l/h] | 1.000 | 0.097 | 0.303 | 0.103 | 0.098 | NaN | -0.107 | 0.052 | 0.101 | -0.129 | 0.094 | NaN | 0.184 | NaN | 1.000 | 0.801 | -0.175 | -0.529 | 0.333 | NaN | 1.000 | -1.000 | NaN | -0.265 | NaN | 0.094 |
| test_caudal_de_liquido_[l/h] | 1.000 | 0.354 | 0.705 | 0.064 | -0.184 | NaN | -0.372 | -0.297 | -0.200 | -0.398 | 0.254 | NaN | 0.346 | NaN | 0.801 | 1.000 | 0.313 | -0.801 | -0.172 | NaN | 1.000 | -1.000 | NaN | -0.267 | NaN | 0.254 |
| test_caudal_de_petroleo_[l/h] | 1.000 | 0.132 | -0.116 | -0.178 | -0.125 | NaN | 0.007 | 0.027 | -0.092 | 0.047 | 0.007 | NaN | 0.301 | NaN | -0.175 | 0.313 | 1.000 | -0.176 | -0.964 | NaN | 1.000 | NaN | NaN | -0.030 | NaN | 0.007 |
| test_nivel_[m tvd] | 1.000 | 0.350 | -0.355 | -0.144 | 0.143 | NaN | 0.052 | 0.319 | 0.109 | 0.018 | -0.067 | NaN | 0.402 | NaN | -0.529 | -0.801 | -0.176 | 1.000 | 0.082 | NaN | 1.000 | NaN | 1.000 | 0.193 | NaN | -0.067 |
| test_porcentaje_de_agua_[%] | 1.000 | 0.248 | 0.116 | 0.217 | 0.125 | NaN | -0.007 | -0.027 | 0.092 | -0.047 | -0.007 | NaN | 0.406 | NaN | 0.333 | -0.172 | -0.964 | 0.082 | 1.000 | NaN | 1.000 | NaN | NaN | 0.009 | NaN | -0.007 |
| test_presion_de_inyeccion_[kg/cm2] | 1.000 | 0.139 | NaN | -0.161 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.224 | NaN | NaN | NaN | NaN | NaN | NaN | 1.000 | 0.000 | NaN | -0.444 | NaN | NaN | NaN |
| test_ptub_[kg/cm2] | 0.000 | 0.000 | 0.000 | 0.707 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.000 | 1.000 | 0.894 | 0.000 | 1.000 | 0.000 | 0.000 |
| test_pws_[kg/cm2] | 0.000 | 0.333 | -0.431 | 0.206 | -0.355 | 0.708 | -0.258 | -0.443 | -0.362 | -0.269 | -0.362 | -0.007 | 0.492 | NaN | -1.000 | -1.000 | NaN | NaN | NaN | NaN | 0.894 | 1.000 | NaN | 1.000 | -0.107 | -0.362 |
| test_qwi_[l/h] | 1.000 | 0.174 | NaN | 0.244 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.050 | NaN | NaN | NaN | NaN | 1.000 | NaN | -0.444 | 0.000 | NaN | 1.000 | NaN | NaN | NaN |
| test_salinidad_[g/cm3] | 1.000 | 0.125 | -0.386 | 0.139 | -0.242 | NaN | 0.013 | -0.428 | -0.310 | -0.013 | -0.423 | NaN | 0.061 | NaN | -0.265 | -0.267 | -0.030 | 0.193 | 0.009 | NaN | 1.000 | 1.000 | NaN | 1.000 | NaN | -0.423 |
| wi_[mm3] | 0.081 | 0.000 | -0.507 | 0.193 | -0.261 | -0.067 | -0.230 | -0.213 | -0.191 | -0.184 | -0.086 | 0.370 | 1.000 | -0.167 | NaN | NaN | NaN | NaN | NaN | NaN | 0.000 | -0.107 | NaN | NaN | 1.000 | -0.117 |
| wp_[mm3] | 0.110 | 0.000 | 0.197 | 0.025 | 0.541 | NaN | 0.259 | 0.028 | 0.125 | 0.056 | 0.418 | -0.046 | 1.000 | -0.018 | 0.094 | 0.254 | 0.007 | -0.067 | -0.007 | NaN | 0.000 | -0.362 | NaN | -0.423 | -0.117 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
| identificador | capa | fecha | qo_[m3/dc] | np_[mm3] | qg_[m3/dc] | gp_[mmm3] | qw_[m3/dc] | wp_[mm3] | ql_[m3/dc] | lp_[mm3] | qwi_[m3/dc] | wi_[mm3] | estado | resultado_del_ensayo | test_caudal_de_petroleo_[l/h] | test_caudal_de_agua_[l/h] | test_caudal_de_liquido_[l/h] | test_qwi_[l/h] | test_porcentaje_de_agua_[%] | test_nivel_[m tvd] | test_salinidad_[g/cm3] | test_pws_[kg/cm2] | test_ptub_[kg/cm2] | test_presion_de_inyeccion_[kg/cm2] | estimulacion | memory_[%] | h_punzado | sft_[kg/cm2] | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | PLM-33 | F-9 | 1961-12-01 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.000 | NaN | NaN | NaN |
| 1 | PLM-33 | F-9 | 1961-12-04 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Petróleo | 250.380 | 27.800 | 278.200 | NaN | 10.000 | 1775.000 | NaN | NaN | NaN | NaN | 0.000 | NaN | 1.800 | NaN |
| 2 | PLM-33 | F-9 | 1965-01-01 | 0.000 | 0.000 | 7.433 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.000 | NaN | NaN | NaN |
| 3 | PLM-33 | F-9 | 1965-02-01 | 0.000 | 0.000 | 5.487 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.000 | NaN | NaN | NaN |
| 4 | PLM-33 | F-9 | 1965-03-01 | 0.000 | 0.000 | 4.956 | 0.001 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.000 | NaN | NaN | NaN |
| 5 | PLM-33 | F-9 | 1965-04-01 | 0.000 | 0.000 | 5.121 | 0.001 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.000 | NaN | NaN | NaN |
| 6 | PLM-33 | F-9 | 1965-05-01 | 0.000 | 0.000 | 4.956 | 0.001 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.000 | NaN | NaN | NaN |
| 7 | PLM-33 | F-9 | 1965-06-01 | 0.000 | 0.000 | 0.000 | 0.001 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.000 | NaN | NaN | NaN |
| 8 | PLM-33 | F-9 | 1965-07-01 | 0.000 | 0.000 | 0.000 | 0.001 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.000 | NaN | NaN | NaN |
| 9 | PLM-33 | F-9 | 1965-08-01 | 0.000 | 0.000 | 0.000 | 0.001 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.000 | NaN | NaN | NaN |
| identificador | capa | fecha | qo_[m3/dc] | np_[mm3] | qg_[m3/dc] | gp_[mmm3] | qw_[m3/dc] | wp_[mm3] | ql_[m3/dc] | lp_[mm3] | qwi_[m3/dc] | wi_[mm3] | estado | resultado_del_ensayo | test_caudal_de_petroleo_[l/h] | test_caudal_de_agua_[l/h] | test_caudal_de_liquido_[l/h] | test_qwi_[l/h] | test_porcentaje_de_agua_[%] | test_nivel_[m tvd] | test_salinidad_[g/cm3] | test_pws_[kg/cm2] | test_ptub_[kg/cm2] | test_presion_de_inyeccion_[kg/cm2] | estimulacion | memory_[%] | h_punzado | sft_[kg/cm2] | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2557646 | PLMS.a-928 | J-1BC | 2013-04-01 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.000 | NaN | NaN | NaN |
| 2557647 | PLMS.a-928 | J-1BC | 2013-04-28 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Acuifera | 0.000 | 300.000 | 300.000 | NaN | 100.000 | 2115.000 | 0.005 | NaN | NaN | NaN | 1.000 | NaN | NaN | NaN |
| 2557648 | PLMS.a-928 | J-1BC | 2013-04-28 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | No Aplicable | NaN | NaN | 2400.000 | NaN | NaN | 950.000 | NaN | NaN | NaN | NaN | 1.000 | NaN | NaN | NaN |
| 2557649 | PLMS.a-928 | J-6A | 2013-04-01 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.000 | NaN | NaN | NaN |
| 2557650 | PLMS.a-928 | J-6A | 2013-04-28 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Acuifera | 0.000 | 200.000 | 200.000 | NaN | 100.000 | 2207.000 | 0.007 | NaN | NaN | NaN | 1.000 | NaN | 4.500 | NaN |
| 2557651 | PLMS.a-928 | J-6A | 2013-04-28 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | No Aplicable | NaN | NaN | 2400.000 | NaN | NaN | 950.000 | NaN | NaN | NaN | NaN | 1.000 | NaN | 4.500 | NaN |
| 2557652 | PLMS.a-928 | L-2A | 2013-04-01 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.000 | NaN | NaN | NaN |
| 2557653 | PLMS.a-928 | L-2A | 2013-04-28 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Acuifera | 0.000 | 90.000 | 90.000 | NaN | 100.000 | 2377.000 | 0.005 | NaN | NaN | NaN | 0.000 | NaN | 2.500 | NaN |
| 2557654 | PLMS.a-928 | Yacimiento | 2013-05-01 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.000 | NaN | NaN | NaN |
| 2557655 | PLMS.a-928 | None | 2013-04-28 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 4.500 | NaN |
Most frequently occurring
| identificador | capa | fecha | qo_[m3/dc] | np_[mm3] | qg_[m3/dc] | gp_[mmm3] | qw_[m3/dc] | wp_[mm3] | ql_[m3/dc] | lp_[mm3] | qwi_[m3/dc] | wi_[mm3] | estado | resultado_del_ensayo | test_caudal_de_petroleo_[l/h] | test_caudal_de_agua_[l/h] | test_caudal_de_liquido_[l/h] | test_qwi_[l/h] | test_porcentaje_de_agua_[%] | test_nivel_[m tvd] | test_salinidad_[g/cm3] | test_pws_[kg/cm2] | test_ptub_[kg/cm2] | test_presion_de_inyeccion_[kg/cm2] | estimulacion | memory_[%] | h_punzado | sft_[kg/cm2] | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 157 | PLMS-814 | NaN | 1992-09-29 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.500 | NaN | 17 |
| 82 | PLMS-706 | NaN | 1982-05-22 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.500 | NaN | 12 |
| 83 | PLMS-706 | NaN | 1982-05-22 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2.000 | NaN | 11 |
| 158 | PLMS-814 | NaN | 1992-09-29 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2.000 | NaN | 9 |
| 42 | PLMS-27 | NaN | 1971-05-13 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.500 | NaN | 8 |
| 243 | PLMS-974(d) | NaN | 2018-02-13 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2.000 | NaN | 7 |
| 47 | PLMS-27 | NaN | 1985-12-24 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.500 | NaN | 6 |
| 155 | PLMS-812 | NaN | 2005-08-13 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.000 | NaN | 6 |
| 168 | PLMS-816 | H-7 | 1993-01-11 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Capa Seca | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.000 | NaN | 1.500 | NaN | 6 |
| 21 | PLM-909 | NaN | 2016-11-27 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.000 | NaN | 5 |